---
title: "Harshad Kumar - Product Associate in Hubli Taluka | Tal"
description: "Meet Harshad Kumar, Product Associate @swiggy based in Hubli Taluka. AI stack includes antigravity and opencode."
image: "https://tal.club/meet/harshad-kumar/share-image"
---

# Harshad Kumar on Tal

## Headline

Product Associate @swiggy

## Location

Hubli Taluka

## AI stack

antigravity

opencode

## Work experience

Product Associate at Swiggy, Jun 2024 \- Present · 2 yrs 3 mos, Bengaluru, Karnataka, India

Operations Analyst at Tusker Logistics, Mar 2022 \- May 2024 · 2 yrs 3 mos, Manual MIS reporting consumed significant team hours weekly and delivered stale data to leadership\. Built automated MIS dashboards and KPI tracking systems in MySQL, visualised in Tableau and Power BI\. Result: Reduced manual reporting effort by 60%; enabled leadership to act on real\-time performance data\. Margin leakage was visible in outcomes but not traceable to root causes, making corrective action slow\. Applied Root Cause Analysis across P&L, revenue, and cost data using SQL to surface operational gaps\. Translated findings into structured improvement proposals reviewed and adopted by business leadership, influencing route planning and resource allocation across Logistics operations\. Quarterly planning was reactive with no model to anticipate churn or growth trajectory\. Built churn prediction and growth models using MySQL with scenario\-based recommendations\. Presented directly to senior stakeholders — shifting planning from gut\-feel to data\-informed decisions on route expansion and resource allocation\.

Operations Analyst at Hosa solutions, Feb 2022 \- Jul 2024 · 2 yrs 6 mos, Hubli, Karnataka, India

Analyst at Tusker Logistics, Jan 2021 \- Feb 2022 · 1 yr 2 mos, Internal reporting tools were being scoped in isolation, leading to low adoption\. Worked with Sales, Finance, and Operations teams upfront to map workflow pain points and define data requirements — improving tool relevance and ensuring output was used, not shelved\. Teams were missing performance targets without enough lead time to course\-correct\. Designed and maintained weekly Excel KPI dashboards using Data Analytics techniques — shifting reviews from post\-mortem to proactive and enabling consistent target attainment across functions\.

Operations Executive at Logistimo, May 2019 \- Sep 2022 · 3 yrs 5 mos, Hubli, Karnataka, India

Operations Executive at Tusker Logistics, Feb 2019 \- Dec 2020 · 1 yr 11 mos, Managed end\-to\-end daily route operations \(pickups and deliveries\) across Logistics and Delivery Operations with strict adherence to SLA and TAT guidelines — maintaining full compliance across the assigned territory\. Introduced proactive shipment status updates at key delivery checkpoints, reducing last\-minute escalations and keeping customer commitments on track\.

## Education

Postgraduate Degree, Data science and machine learning, Manipal Institute of Management, MAHE, Manipal

Bachelor of Business Administration \- BBA, Business Administration and Management, General, Global Educare Foundation Global B\.B\.A College Vidya Nagar Hubli\.

[View the original profile](https://tal.club/meet/harshad-kumar)

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